Dataset statistics
| Number of variables | 31 |
|---|---|
| Number of observations | 4807996 |
| Missing cells | 13887314 |
| Missing cells (%) | 9.3% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 1.1 GiB |
| Average record size in memory | 248.0 B |
Variable types
| CAT | 15 |
|---|---|
| NUM | 15 |
| BOOL | 1 |
dat_cadastramento_fam has a high cardinality: 4960 distinct values | High cardinality |
dat_alteracao_fam has a high cardinality: 1364 distinct values | High cardinality |
dat_atualizacao_familia has a high cardinality: 1376 distinct values | High cardinality |
nom_estab_assist_saude_fam has a high cardinality: 25584 distinct values | High cardinality |
nom_centro_assist_fam has a high cardinality: 3699 distinct values | High cardinality |
cod_centro_assist_fam is highly correlated with cd_ibge | High correlation |
cd_ibge is highly correlated with cod_centro_assist_fam | High correlation |
qtd_comodos_domic_fam has 224026 (4.7%) missing values | Missing |
qtd_comodos_dormitorio_fam has 222998 (4.6%) missing values | Missing |
cod_material_piso_fam has 222349 (4.6%) missing values | Missing |
cod_material_domic_fam has 222349 (4.6%) missing values | Missing |
cod_agua_canalizada_fam has 222349 (4.6%) missing values | Missing |
cod_abaste_agua_domic_fam has 222349 (4.6%) missing values | Missing |
cod_banheiro_domic_fam has 222349 (4.6%) missing values | Missing |
cod_escoa_sanitario_domic_fam has 494595 (10.3%) missing values | Missing |
cod_destino_lixo_domic_fam has 222349 (4.6%) missing values | Missing |
cod_iluminacao_domic_fam has 222349 (4.6%) missing values | Missing |
cod_calcamento_domic_fam has 222350 (4.6%) missing values | Missing |
nom_estab_assist_saude_fam has 2441370 (50.8%) missing values | Missing |
cod_eas_fam has 2441370 (50.8%) missing values | Missing |
nom_centro_assist_fam has 3031030 (63.0%) missing values | Missing |
cod_centro_assist_fam has 3031030 (63.0%) missing values | Missing |
ind_parc_mds_fam has 155334 (3.2%) missing values | Missing |
id_familia has unique values | Unique |
vlr_renda_media_fam has 494189 (10.3%) zeros | Zeros |
ind_parc_mds_fam has 4244511 (88.3%) zeros | Zeros |
Reproduction
| Analysis started | 2020-09-11 19:22:31.342201 |
|---|---|
| Analysis finished | 2020-09-11 19:37:08.374775 |
| Duration | 14 minutes and 37.03 seconds |
| Software version | pandas-profiling v2.9.0 |
| Download configuration | config.yaml |
| Distinct | 5534 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2993741.547 |
|---|---|
| Minimum | 1100015 |
| Maximum | 5300108 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 36.7 MiB |
Quantile statistics
| Minimum | 1100015 |
|---|---|
| 5-th percentile | 1501303 |
| Q1 | 2311875.25 |
| median | 2927002 |
| Q3 | 3526209 |
| 95-th percentile | 5101803 |
| Maximum | 5300108 |
| Range | 4200093 |
| Interquartile range (IQR) | 1214333.75 |
Descriptive statistics
| Standard deviation | 937280.9281 |
|---|---|
| Coefficient of variation (CV) | 0.3130801085 |
| Kurtosis | 0.1068486716 |
| Mean | 2993741.547 |
| Median Absolute Deviation (MAD) | 604801 |
| Skewness | 0.393206125 |
| Sum | 1.439389738e+13 |
| Variance | 8.784955382e+11 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3550308 | 233230 | 4.9% | |
| 3304557 | 98360 | 2.0% | |
| 2304400 | 73396 | 1.5% | |
| 2927408 | 60027 | 1.2% | |
| 1302603 | 45467 | 0.9% | |
| 1501402 | 40950 | 0.9% | |
| 2611606 | 38405 | 0.8% | |
| 2111300 | 35663 | 0.7% | |
| 3106200 | 29279 | 0.6% | |
| 5300108 | 28538 | 0.6% | |
| Other values (5524) | 4124681 | 85.8% |
| Value | Count | Frequency (%) | |
| 1100015 | 361 | < 0.1% | |
| 1100023 | 2753 | 0.1% | |
| 1100031 | 55 | < 0.1% | |
| 1100049 | 2259 | < 0.1% | |
| 1100056 | 271 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5300108 | 28538 | 0.6% | |
| 5222302 | 153 | < 0.1% | |
| 5222203 | 50 | < 0.1% | |
| 5222054 | 169 | < 0.1% | |
| 5222005 | 175 | < 0.1% |
estrato
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.7 MiB |
| 2 | |
|---|---|
| 1 |
| Value | Count | Frequency (%) | |
| 2 | 4085981 | 85.0% | |
| 1 | 722015 | 15.0% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
classf
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.7 MiB |
| 3 | |
|---|---|
| 2 | |
| 1 |
| Value | Count | Frequency (%) | |
| 3 | 2856584 | 59.4% | |
| 2 | 1023594 | 21.3% | |
| 1 | 927818 | 19.3% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
| Distinct | 4807996 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2709538.437 |
|---|---|
| Minimum | 1 |
| Maximum | 5290701 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 36.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 284955.75 |
| Q1 | 1393348.75 |
| median | 2739219.5 |
| Q3 | 4049591.25 |
| 95-th percentile | 5044434.25 |
| Maximum | 5290701 |
| Range | 5290700 |
| Interquartile range (IQR) | 2656242.5 |
Descriptive statistics
| Standard deviation | 1530538.528 |
|---|---|
| Coefficient of variation (CV) | 0.5648705724 |
| Kurtosis | -1.204976871 |
| Mean | 2709538.437 |
| Median Absolute Deviation (MAD) | 1327558 |
| Skewness | -0.04921304009 |
| Sum | 1.302744997e+13 |
| Variance | 2.342548186e+12 |
| Monotocity | Strictly increasing |
| Value | Count | Frequency (%) | |
| 1610979 | 1 | < 0.1% | |
| 1942054 | 1 | < 0.1% | |
| 1942022 | 1 | < 0.1% | |
| 1942024 | 1 | < 0.1% | |
| 1942026 | 1 | < 0.1% | |
| 1942028 | 1 | < 0.1% | |
| 1942030 | 1 | < 0.1% | |
| 1942032 | 1 | < 0.1% | |
| 1942035 | 1 | < 0.1% | |
| 1942037 | 1 | < 0.1% | |
| Other values (4807986) | 4807986 | > 99.9% |
| Value | Count | Frequency (%) | |
| 1 | 1 | < 0.1% | |
| 3 | 1 | < 0.1% | |
| 4 | 1 | < 0.1% | |
| 6 | 1 | < 0.1% | |
| 7 | 1 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5290701 | 1 | < 0.1% | |
| 5290700 | 1 | < 0.1% | |
| 5290699 | 1 | < 0.1% | |
| 5290698 | 1 | < 0.1% | |
| 5290697 | 1 | < 0.1% |
| Distinct | 4960 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 1 |
| Missing (%) | < 0.1% |
| Memory size | 36.7 MiB |
| 2003-03-13 | 144547 |
|---|---|
| 2002-08-18 | 9396 |
| 2003-08-04 | 8886 |
| 2002-05-22 | 8314 |
| 2002-07-20 | 8105 |
| Other values (4955) |
| Value | Count | Frequency (%) | |
| 2003-03-13 | 144547 | 3.0% | |
| 2002-08-18 | 9396 | 0.2% | |
| 2003-08-04 | 8886 | 0.2% | |
| 2002-05-22 | 8314 | 0.2% | |
| 2002-07-20 | 8105 | 0.2% | |
| 2006-04-08 | 7738 | 0.2% | |
| 2006-04-01 | 7421 | 0.2% | |
| 2006-08-19 | 7285 | 0.2% | |
| 2002-09-07 | 7157 | 0.1% | |
| 2002-07-05 | 6831 | 0.1% | |
| Other values (4950) | 4592315 | 95.5% |
Unique
| Unique | 524 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 9.999998544 |
| Min length | 3 |
| Distinct | 1364 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.7 MiB |
| 2018-10-01 | |
|---|---|
| 2018-09-30 | |
| 2018-10-02 | |
| 2018-09-25 | 21591 |
| 2018-09-27 | 19269 |
| Other values (1359) |
| Value | Count | Frequency (%) | |
| 2018-10-01 | 1654010 | 34.4% | |
| 2018-09-30 | 1433585 | 29.8% | |
| 2018-10-02 | 218865 | 4.6% | |
| 2018-09-25 | 21591 | 0.4% | |
| 2018-09-27 | 19269 | 0.4% | |
| 2018-11-13 | 16625 | 0.3% | |
| 2018-11-27 | 16263 | 0.3% | |
| 2018-11-28 | 16141 | 0.3% | |
| 2018-12-11 | 16012 | 0.3% | |
| 2018-12-04 | 15902 | 0.3% | |
| Other values (1354) | 1379733 | 28.7% |
Unique
| Unique | 62 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
| Distinct | 2806 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 138 |
| Missing (%) | < 0.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 279.7731331 |
|---|---|
| Minimum | 0 |
| Maximum | 2862 |
| Zeros | 494189 |
| Zeros (%) | 10.3% |
| Memory size | 36.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 33 |
| median | 100 |
| Q3 | 440 |
| 95-th percentile | 954 |
| Maximum | 2862 |
| Range | 2862 |
| Interquartile range (IQR) | 407 |
Descriptive statistics
| Standard deviation | 350.8036979 |
|---|---|
| Coefficient of variation (CV) | 1.253886297 |
| Kurtosis | 3.140338859 |
| Mean | 279.7731331 |
| Median Absolute Deviation (MAD) | 100 |
| Skewness | 1.685596758 |
| Sum | 1345109496 |
| Variance | 123063.2345 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 494189 | 10.3% | |
| 954 | 212385 | 4.4% | |
| 50 | 207430 | 4.3% | |
| 937 | 200318 | 4.2% | |
| 100 | 126628 | 2.6% | |
| 75 | 112083 | 2.3% | |
| 477 | 103440 | 2.2% | |
| 66 | 91883 | 1.9% | |
| 25 | 82715 | 1.7% | |
| 33 | 78055 | 1.6% | |
| Other values (2796) | 3098732 | 64.4% |
| Value | Count | Frequency (%) | |
| 0 | 494189 | 10.3% | |
| 1 | 12608 | 0.3% | |
| 2 | 21656 | 0.5% | |
| 3 | 15449 | 0.3% | |
| 4 | 23636 | 0.5% |
| Value | Count | Frequency (%) | |
| 2862 | 61 | < 0.1% | |
| 2861 | 2 | < 0.1% | |
| 2860 | 5 | < 0.1% | |
| 2859 | 4 | < 0.1% | |
| 2858 | 1 | < 0.1% |
| Distinct | 1376 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.7 MiB |
| 2018-09-13 | 17127 |
|---|---|
| 2018-09-11 | 16350 |
| 2018-09-12 | 16257 |
| 2018-11-13 | 15519 |
| 2018-09-04 | 15451 |
| Other values (1371) |
| Value | Count | Frequency (%) | |
| 2018-09-13 | 17127 | 0.4% | |
| 2018-09-11 | 16350 | 0.3% | |
| 2018-09-12 | 16257 | 0.3% | |
| 2018-11-13 | 15519 | 0.3% | |
| 2018-09-04 | 15451 | 0.3% | |
| 2018-11-28 | 14942 | 0.3% | |
| 2018-09-10 | 14898 | 0.3% | |
| 2018-08-07 | 14884 | 0.3% | |
| 2018-11-12 | 14855 | 0.3% | |
| 2018-11-21 | 14852 | 0.3% | |
| Other values (1366) | 4652861 | 96.8% |
Unique
| Unique | 32 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 10 |
|---|---|
| Median length | 10 |
| Mean length | 10 |
| Min length | 10 |
cod_local_domic_fam
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 20727 |
| Missing (%) | 0.4% |
| Memory size | 36.7 MiB |
| 1 | |
|---|---|
| 2 |
| Value | Count | Frequency (%) | |
| 1 | 3852815 | 80.1% | |
| 2 | 934454 | 19.4% | |
| (Missing) | 20727 | 0.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
cod_especie_domic_fam
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 20730 |
| Missing (%) | 0.4% |
| Memory size | 36.7 MiB |
| 1 | |
|---|---|
| 2 | 161167 |
| 3 | 40450 |
| Value | Count | Frequency (%) | |
| 1 | 4585649 | 95.4% | |
| 2 | 161167 | 3.4% | |
| 3 | 40450 | 0.8% | |
| (Missing) | 20730 | 0.4% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 21 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 224026 |
| Missing (%) | 4.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.418609851 |
|---|---|
| Minimum | 0 |
| Maximum | 20 |
| Zeros | 184 |
| Zeros (%) | < 0.1% |
| Memory size | 36.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 4 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 7 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.380896982 |
|---|---|
| Coefficient of variation (CV) | 0.3125184229 |
| Kurtosis | 1.64972056 |
| Mean | 4.418609851 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.2039207811 |
| Sum | 20254775 |
| Variance | 1.906876475 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 5 | 1618757 | 33.7% | |
| 4 | 1114384 | 23.2% | |
| 3 | 700405 | 14.6% | |
| 6 | 525483 | 10.9% | |
| 2 | 310040 | 6.4% | |
| 7 | 150272 | 3.1% | |
| 1 | 83307 | 1.7% | |
| 8 | 54874 | 1.1% | |
| 9 | 15828 | 0.3% | |
| 10 | 6554 | 0.1% | |
| Other values (11) | 4066 | 0.1% | |
| (Missing) | 224026 | 4.7% |
| Value | Count | Frequency (%) | |
| 0 | 184 | < 0.1% | |
| 1 | 83307 | 1.7% | |
| 2 | 310040 | 6.4% | |
| 3 | 700405 | 14.6% | |
| 4 | 1114384 | 23.2% |
| Value | Count | Frequency (%) | |
| 20 | 69 | < 0.1% | |
| 19 | 20 | < 0.1% | |
| 18 | 34 | < 0.1% | |
| 17 | 27 | < 0.1% | |
| 16 | 55 | < 0.1% |
| Distinct | 20 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 222998 |
| Missing (%) | 4.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.775068386 |
|---|---|
| Minimum | 0 |
| Maximum | 20 |
| Zeros | 1999 |
| Zeros (%) | < 0.1% |
| Memory size | 36.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 2 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 0.7538018879 |
|---|---|
| Coefficient of variation (CV) | 0.4246607589 |
| Kurtosis | 17.08510656 |
| Mean | 1.775068386 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 1.569846723 |
| Sum | 8138685 |
| Variance | 0.5682172861 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2 | 2175147 | 45.2% | |
| 1 | 1766770 | 36.7% | |
| 3 | 566551 | 11.8% | |
| 4 | 60978 | 1.3% | |
| 5 | 9646 | 0.2% | |
| 6 | 2382 | < 0.1% | |
| 0 | 1999 | < 0.1% | |
| 7 | 553 | < 0.1% | |
| 8 | 240 | < 0.1% | |
| 12 | 162 | < 0.1% | |
| Other values (10) | 570 | < 0.1% | |
| (Missing) | 222998 | 4.6% |
| Value | Count | Frequency (%) | |
| 0 | 1999 | < 0.1% | |
| 1 | 1766770 | 36.7% | |
| 2 | 2175147 | 45.2% | |
| 3 | 566551 | 11.8% | |
| 4 | 60978 | 1.3% |
| Value | Count | Frequency (%) | |
| 20 | 157 | < 0.1% | |
| 18 | 3 | < 0.1% | |
| 17 | 5 | < 0.1% | |
| 16 | 1 | < 0.1% | |
| 15 | 47 | < 0.1% |
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 222349 |
| Missing (%) | 4.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.586297637 |
|---|---|
| Minimum | 1 |
| Maximum | 7 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 36.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 2 |
| median | 5 |
| Q3 | 5 |
| 95-th percentile | 5 |
| Maximum | 7 |
| Range | 6 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 1.537008739 |
|---|---|
| Coefficient of variation (CV) | 0.4285781312 |
| Kurtosis | -1.715803855 |
| Mean | 3.586297637 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.1741459638 |
| Sum | 16445495 |
| Variance | 2.362395864 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 5 | 2302685 | 47.9% | |
| 2 | 1829595 | 38.1% | |
| 1 | 185782 | 3.9% | |
| 4 | 167288 | 3.5% | |
| 3 | 70236 | 1.5% | |
| 7 | 26872 | 0.6% | |
| 6 | 3189 | 0.1% | |
| (Missing) | 222349 | 4.6% |
| Value | Count | Frequency (%) | |
| 1 | 185782 | 3.9% | |
| 2 | 1829595 | 38.1% | |
| 3 | 70236 | 1.5% | |
| 4 | 167288 | 3.5% | |
| 5 | 2302685 | 47.9% |
| Value | Count | Frequency (%) | |
| 7 | 26872 | 0.6% | |
| 6 | 3189 | 0.1% | |
| 5 | 2302685 | 47.9% | |
| 4 | 167288 | 3.5% | |
| 3 | 70236 | 1.5% |
| Distinct | 8 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 222349 |
| Missing (%) | 4.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.540680955 |
|---|---|
| Minimum | 1 |
| Maximum | 8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 36.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 4 |
| Maximum | 8 |
| Range | 7 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.233464673 |
|---|---|
| Coefficient of variation (CV) | 0.8005970794 |
| Kurtosis | 11.39308843 |
| Mean | 1.540680955 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.219770058 |
| Sum | 7065019 |
| Variance | 1.5214351 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1 | 3365529 | 70.0% | |
| 2 | 690555 | 14.4% | |
| 3 | 274208 | 5.7% | |
| 6 | 76891 | 1.6% | |
| 5 | 62766 | 1.3% | |
| 8 | 60505 | 1.3% | |
| 4 | 49937 | 1.0% | |
| 7 | 5256 | 0.1% | |
| (Missing) | 222349 | 4.6% |
| Value | Count | Frequency (%) | |
| 1 | 3365529 | 70.0% | |
| 2 | 690555 | 14.4% | |
| 3 | 274208 | 5.7% | |
| 4 | 49937 | 1.0% | |
| 5 | 62766 | 1.3% |
| Value | Count | Frequency (%) | |
| 8 | 60505 | 1.3% | |
| 7 | 5256 | 0.1% | |
| 6 | 76891 | 1.6% | |
| 5 | 62766 | 1.3% | |
| 4 | 49937 | 1.0% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 222349 |
| Missing (%) | 4.6% |
| Memory size | 36.7 MiB |
| 1 | |
|---|---|
| 2 |
| Value | Count | Frequency (%) | |
| 1 | 4023381 | 83.7% | |
| 2 | 562266 | 11.7% | |
| (Missing) | 222349 | 4.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 4 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 222349 |
| Missing (%) | 4.6% |
| Memory size | 36.7 MiB |
| 1 | |
|---|---|
| 2 | |
| 4 | 211057 |
| 3 | 143273 |
| Value | Count | Frequency (%) | |
| 1 | 3537937 | 73.6% | |
| 2 | 693380 | 14.4% | |
| 4 | 211057 | 4.4% | |
| 3 | 143273 | 3.0% | |
| (Missing) | 222349 | 4.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 222349 |
| Missing (%) | 4.6% |
| Memory size | 36.7 MiB |
| 1 | |
|---|---|
| 2 | 272246 |
| Value | Count | Frequency (%) | |
| 1 | 4313401 | 89.7% | |
| 2 | 272246 | 5.7% | |
| (Missing) | 222349 | 4.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 494595 |
| Missing (%) | 10.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.864986585 |
|---|---|
| Minimum | 1 |
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 36.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 3 |
| 95-th percentile | 3 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.04023785 |
|---|---|
| Coefficient of variation (CV) | 0.5577722962 |
| Kurtosis | 0.6721160173 |
| Mean | 1.864986585 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 0.9832491488 |
| Sum | 8044435 |
| Variance | 1.082094784 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1 | 2257758 | 47.0% | |
| 3 | 1244054 | 25.9% | |
| 2 | 648989 | 13.5% | |
| 4 | 88082 | 1.8% | |
| 5 | 42899 | 0.9% | |
| 6 | 31619 | 0.7% | |
| (Missing) | 494595 | 10.3% |
| Value | Count | Frequency (%) | |
| 1 | 2257758 | 47.0% | |
| 2 | 648989 | 13.5% | |
| 3 | 1244054 | 25.9% | |
| 4 | 88082 | 1.8% | |
| 5 | 42899 | 0.9% |
| Value | Count | Frequency (%) | |
| 6 | 31619 | 0.7% | |
| 5 | 42899 | 0.9% | |
| 4 | 88082 | 1.8% | |
| 3 | 1244054 | 25.9% | |
| 2 | 648989 | 13.5% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 222349 |
| Missing (%) | 4.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.409208123 |
|---|---|
| Minimum | 1 |
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 36.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.8344851491 |
|---|---|
| Coefficient of variation (CV) | 0.5921660085 |
| Kurtosis | 3.966479432 |
| Mean | 1.409208123 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.023718151 |
| Sum | 6462131 |
| Variance | 0.6963654641 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1 | 3575970 | 74.4% | |
| 3 | 665277 | 13.8% | |
| 2 | 262543 | 5.5% | |
| 4 | 62082 | 1.3% | |
| 6 | 18041 | 0.4% | |
| 5 | 1734 | < 0.1% | |
| (Missing) | 222349 | 4.6% |
| Value | Count | Frequency (%) | |
| 1 | 3575970 | 74.4% | |
| 2 | 262543 | 5.5% | |
| 3 | 665277 | 13.8% | |
| 4 | 62082 | 1.3% | |
| 5 | 1734 | < 0.1% |
| Value | Count | Frequency (%) | |
| 6 | 18041 | 0.4% | |
| 5 | 1734 | < 0.1% | |
| 4 | 62082 | 1.3% | |
| 3 | 665277 | 13.8% | |
| 2 | 262543 | 5.5% |
| Distinct | 6 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 222349 |
| Missing (%) | 4.6% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.317827343 |
|---|---|
| Minimum | 1 |
| Maximum | 6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 36.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 1 |
| median | 1 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 6 |
| Range | 5 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 0.9058275392 |
|---|---|
| Coefficient of variation (CV) | 0.6873643534 |
| Kurtosis | 13.16471092 |
| Mean | 1.317827343 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.515250495 |
| Sum | 6043091 |
| Variance | 0.8205235307 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 1 | 3888367 | 80.9% | |
| 2 | 279385 | 5.8% | |
| 3 | 271003 | 5.6% | |
| 6 | 86391 | 1.8% | |
| 4 | 37906 | 0.8% | |
| 5 | 22595 | 0.5% | |
| (Missing) | 222349 | 4.6% |
| Value | Count | Frequency (%) | |
| 1 | 3888367 | 80.9% | |
| 2 | 279385 | 5.8% | |
| 3 | 271003 | 5.6% | |
| 4 | 37906 | 0.8% | |
| 5 | 22595 | 0.5% |
| Value | Count | Frequency (%) | |
| 6 | 86391 | 1.8% | |
| 5 | 22595 | 0.5% | |
| 4 | 37906 | 0.8% | |
| 3 | 271003 | 5.6% | |
| 2 | 279385 | 5.8% |
| Distinct | 3 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 222350 |
| Missing (%) | 4.6% |
| Memory size | 36.7 MiB |
| 1 | |
|---|---|
| 3 | |
| 2 |
| Value | Count | Frequency (%) | |
| 1 | 2720352 | 56.6% | |
| 3 | 1579965 | 32.9% | |
| 2 | 285329 | 5.9% | |
| (Missing) | 222350 | 4.6% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
cod_familia_indigena_fam
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 2 |
| Missing (%) | < 0.1% |
| Memory size | 36.7 MiB |
| 2 | |
|---|---|
| 1 | 25168 |
| Value | Count | Frequency (%) | |
| 2 | 4782826 | 99.5% | |
| 1 | 25168 | 0.5% | |
| (Missing) | 2 | < 0.1% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
ind_familia_quilombola_fam
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 25170 |
| Missing (%) | 0.5% |
| Memory size | 36.7 MiB |
| 2 | |
|---|---|
| 1 | 29310 |
| Value | Count | Frequency (%) | |
| 2 | 4753516 | 98.9% | |
| 1 | 29310 | 0.6% | |
| (Missing) | 25170 | 0.5% |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
| Distinct | 25584 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 2441370 |
| Missing (%) | 50.8% |
| Memory size | 36.7 MiB |
| CLINICA DA FAMILIA | 19037 |
|---|---|
| POSTO DE COLETA DE CODO I | 4212 |
| HOSPITAL MUNICIPAL JAMEL CECILIO ANAPOLIS | 4014 |
| UNIDADE DE SAUDE FAMILIAR COMUNITARIA | 2451 |
| HOSPITAL MUNICIPAL DE IPIRA | 2044 |
| Other values (25579) |
| Value | Count | Frequency (%) | |
| CLINICA DA FAMILIA | 19037 | 0.4% | |
| POSTO DE COLETA DE CODO I | 4212 | 0.1% | |
| HOSPITAL MUNICIPAL JAMEL CECILIO ANAPOLIS | 4014 | 0.1% | |
| UNIDADE DE SAUDE FAMILIAR COMUNITARIA | 2451 | 0.1% | |
| HOSPITAL MUNICIPAL DE IPIRA | 2044 | < 0.1% | |
| UBS DE SANTALUZ | 2021 | < 0.1% | |
| C S F ARGEU HERBSTER | 1783 | < 0.1% | |
| UNIDADE MISTA DE AFUA | 1775 | < 0.1% | |
| SECRETARIA MUNICIPAL DA SAUDE DE IJUI VIGILANCIA EM SAUDE | 1773 | < 0.1% | |
| CENTRO DE SAUDE SAO FRANCISCO | 1753 | < 0.1% | |
| Other values (25574) | 2325763 | 48.4% | |
| (Missing) | 2441370 | 50.8% |
Unique
| Unique | 1795 ? |
|---|---|
| Unique (%) | 0.1% |
Length
| Max length | 60 |
|---|---|
| Median length | 3 |
| Mean length | 16.06854561 |
| Min length | 3 |
| Distinct | 27005 |
|---|---|
| Distinct (%) | 1.1% |
| Missing | 2441370 |
| Missing (%) | 50.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3075005.845 |
|---|---|
| Minimum | 19 |
| Maximum | 9630546 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 36.7 MiB |
Quantile statistics
| Minimum | 19 |
|---|---|
| 5-th percentile | 24473 |
| Q1 | 2290278 |
| median | 2533979 |
| Q3 | 3182738 |
| 95-th percentile | 6874053 |
| Maximum | 9630546 |
| Range | 9630527 |
| Interquartile range (IQR) | 892460 |
Descriptive statistics
| Standard deviation | 1707394.582 |
|---|---|
| Coefficient of variation (CV) | 0.5552492151 |
| Kurtosis | 1.603776376 |
| Mean | 3075005.845 |
| Median Absolute Deviation (MAD) | 297072 |
| Skewness | 1.245833164 |
| Sum | 7.277388783e+12 |
| Variance | 2.915196258e+12 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 6310354 | 19031 | 0.4% | |
| 3023435 | 4212 | 0.1% | |
| 2361744 | 4014 | 0.1% | |
| 2653966 | 2451 | 0.1% | |
| 4026640 | 2044 | < 0.1% | |
| 2511088 | 2021 | < 0.1% | |
| 2482347 | 1783 | < 0.1% | |
| 2316048 | 1775 | < 0.1% | |
| 6859534 | 1773 | < 0.1% | |
| 2482088 | 1710 | < 0.1% | |
| Other values (26995) | 2325812 | 48.4% | |
| (Missing) | 2441370 | 50.8% |
| Value | Count | Frequency (%) | |
| 19 | 33 | < 0.1% | |
| 35 | 10 | < 0.1% | |
| 43 | 386 | < 0.1% | |
| 51 | 400 | < 0.1% | |
| 86 | 18 | < 0.1% |
| Value | Count | Frequency (%) | |
| 9630546 | 3 | < 0.1% | |
| 9618694 | 2 | < 0.1% | |
| 9614990 | 1 | < 0.1% | |
| 9614745 | 1 | < 0.1% | |
| 9598405 | 1 | < 0.1% |
| Distinct | 3699 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 3031030 |
| Missing (%) | 63.0% |
| Memory size | 36.7 MiB |
| CRAS CENTRO DE REFERENCIA DE ASSISTENCIA SOCIAL | 39099 |
|---|---|
| CRAS CENTRO | 34910 |
| CRAS CENTRO DE REFERENCIA DA ASSISTENCIA SOCIAL | 26266 |
| CRAS | 16197 |
| CENTRO DE REFERENCIA DE ASSISTENCIA SOCIAL | 14565 |
| Other values (3694) |
| Value | Count | Frequency (%) | |
| CRAS CENTRO DE REFERENCIA DE ASSISTENCIA SOCIAL | 39099 | 0.8% | |
| CRAS CENTRO | 34910 | 0.7% | |
| CRAS CENTRO DE REFERENCIA DA ASSISTENCIA SOCIAL | 26266 | 0.5% | |
| CRAS | 16197 | 0.3% | |
| CENTRO DE REFERENCIA DE ASSISTENCIA SOCIAL | 14565 | 0.3% | |
| CRAS I | 14545 | 0.3% | |
| CRAS CENTRAL | 14418 | 0.3% | |
| CENTRO DE REFERENCIA DA ASSISTENCIA SOCIAL | 13481 | 0.3% | |
| CRAS CASA DA FAMILIA | 10952 | 0.2% | |
| CRAS GRAJAU | 10554 | 0.2% | |
| Other values (3689) | 1581979 | 32.9% | |
| (Missing) | 3031030 | 63.0% |
Unique
| Unique | 186 ? |
|---|---|
| Unique (%) | < 0.1% |
Length
| Max length | 70 |
|---|---|
| Median length | 3 |
| Mean length | 10.13874242 |
| Min length | 3 |
| Distinct | 5639 |
|---|---|
| Distinct (%) | 0.3% |
| Missing | 3031030 |
| Missing (%) | 63.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.16930602e+10 |
|---|---|
| Minimum | 1.10001204e+10 |
| Maximum | 5.300109833e+10 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 36.7 MiB |
Quantile statistics
| Minimum | 1.10001204e+10 |
|---|---|
| 5-th percentile | 1.40010365e+10 |
| Q1 | 2.510800679e+10 |
| median | 3.304550065e+10 |
| Q3 | 3.550303288e+10 |
| 95-th percentile | 5.006600139e+10 |
| Maximum | 5.300109833e+10 |
| Range | 4.200097794e+10 |
| Interquartile range (IQR) | 1.039502609e+10 |
Descriptive statistics
| Standard deviation | 9529194109 |
|---|---|
| Coefficient of variation (CV) | 0.3006713158 |
| Kurtosis | -0.155210341 |
| Mean | 3.16930602e+10 |
| Median Absolute Deviation (MAD) | 5981499146 |
| Skewness | -0.04535792694 |
| Sum | 5.63174904e+16 |
| Variance | 9.080554037e+19 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 3.550303288e+10 | 10554 | 0.2% | |
| 3.550300162e+10 | 10447 | 0.2% | |
| 3.550300165e+10 | 8915 | 0.2% | |
| 3.550303289e+10 | 7656 | 0.2% | |
| 2.30370012e+10 | 7220 | 0.2% | |
| 3.550300177e+10 | 6999 | 0.1% | |
| 3.550300167e+10 | 6998 | 0.1% | |
| 3.55030018e+10 | 6291 | 0.1% | |
| 3.550300168e+10 | 6144 | 0.1% | |
| 3.550300163e+10 | 6000 | 0.1% | |
| Other values (5629) | 1699742 | 35.4% | |
| (Missing) | 3031030 | 63.0% |
| Value | Count | Frequency (%) | |
| 1.10001204e+10 | 357 | < 0.1% | |
| 1.100020668e+10 | 350 | < 0.1% | |
| 1.100051504e+10 | 56 | < 0.1% | |
| 1.100061099e+10 | 26 | < 0.1% | |
| 1.100070427e+10 | 98 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5.300109833e+10 | 27 | < 0.1% | |
| 5.300109755e+10 | 14 | < 0.1% | |
| 5.300109754e+10 | 4 | < 0.1% | |
| 5.30010967e+10 | 2 | < 0.1% | |
| 5.30010373e+10 | 406 | < 0.1% |
| Distinct | 13 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 155334 |
| Missing (%) | 3.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 19.30041168 |
|---|---|
| Minimum | 0 |
| Maximum | 306 |
| Zeros | 4244511 |
| Zeros (%) | 88.3% |
| Memory size | 36.7 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 205 |
| Maximum | 306 |
| Range | 306 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 63.21474913 |
|---|---|
| Coefficient of variation (CV) | 3.275305739 |
| Kurtosis | 8.191045388 |
| Mean | 19.30041168 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 3.102432982 |
| Sum | 89798292 |
| Variance | 3996.104508 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 0 | 4244511 | 88.3% | |
| 205 | 263094 | 5.5% | |
| 202 | 43216 | 0.9% | |
| 301 | 25218 | 0.5% | |
| 204 | 24160 | 0.5% | |
| 306 | 22809 | 0.5% | |
| 303 | 10342 | 0.2% | |
| 201 | 8732 | 0.2% | |
| 305 | 4535 | 0.1% | |
| 304 | 2462 | 0.1% | |
| Other values (3) | 3583 | 0.1% | |
| (Missing) | 155334 | 3.2% |
| Value | Count | Frequency (%) | |
| 0 | 4244511 | 88.3% | |
| 101 | 1810 | < 0.1% | |
| 201 | 8732 | 0.2% | |
| 202 | 43216 | 0.9% | |
| 203 | 1041 | < 0.1% |
| Value | Count | Frequency (%) | |
| 306 | 22809 | 0.5% | |
| 305 | 4535 | 0.1% | |
| 304 | 2462 | 0.1% | |
| 303 | 10342 | 0.2% | |
| 302 | 732 | < 0.1% |
marc_pbf
Boolean
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 36.7 MiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 2424434 | 50.4% | |
| 0 | 2383562 | 49.6% |
qtde_pessoas
Real number (ℝ≥0)
| Distinct | 19 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.687830855 |
|---|---|
| Minimum | 1 |
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 36.7 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2 |
| median | 2 |
| Q3 | 4 |
| 95-th percentile | 5 |
| Maximum | 31 |
| Range | 30 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.442161182 |
|---|---|
| Coefficient of variation (CV) | 0.53655206 |
| Kurtosis | 1.471999579 |
| Mean | 2.687830855 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.9751546479 |
| Sum | 12923080 |
| Variance | 2.079828875 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 2 | 1300664 | 27.1% | |
| 3 | 1155777 | 24.0% | |
| 1 | 1122134 | 23.3% | |
| 4 | 726300 | 15.1% | |
| 5 | 309943 | 6.4% | |
| 6 | 120289 | 2.5% | |
| 7 | 44831 | 0.9% | |
| 8 | 17188 | 0.4% | |
| 9 | 6752 | 0.1% | |
| 10 | 2600 | 0.1% | |
| Other values (9) | 1518 | < 0.1% |
| Value | Count | Frequency (%) | |
| 1 | 1122134 | 23.3% | |
| 2 | 1300664 | 27.1% | |
| 3 | 1155777 | 24.0% | |
| 4 | 726300 | 15.1% | |
| 5 | 309943 | 6.4% |
| Value | Count | Frequency (%) | |
| 31 | 1 | < 0.1% | |
| 18 | 3 | < 0.1% | |
| 17 | 3 | < 0.1% | |
| 16 | 5 | < 0.1% | |
| 15 | 18 | < 0.1% |
peso.fam
Real number (ℝ≥0)
| Distinct | 886 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5.21170859e+14 |
|---|---|
| Minimum | 5.501656235e+12 |
| Maximum | 5.504777045e+14 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 36.7 MiB |
Quantile statistics
| Minimum | 5.501656235e+12 |
|---|---|
| 5-th percentile | 5.502917229e+13 |
| Q1 | 5.502215892e+14 |
| median | 5.502451463e+14 |
| Q3 | 5.502540234e+14 |
| 95-th percentile | 5.503448472e+14 |
| Maximum | 5.504777045e+14 |
| Range | 5.449760482e+14 |
| Interquartile range (IQR) | 3.243417885e+10 |
Descriptive statistics
| Standard deviation | 1.170883957e+14 |
|---|---|
| Coefficient of variation (CV) | 0.2246641263 |
| Kurtosis | 12.33229392 |
| Mean | 5.21170859e+14 |
| Median Absolute Deviation (MAD) | 1.243471773e+10 |
| Skewness | -3.783180996 |
| Sum | -2.969788772e+18 |
| Variance | 1.370969241e+28 |
| Monotocity | Not monotonic |
| Value | Count | Frequency (%) | |
| 5.502451463e+14 | 839807 | 17.5% | |
| 5.502443092e+14 | 233230 | 4.9% | |
| 5.50245607e+14 | 121686 | 2.5% | |
| 5.50243164e+14 | 98360 | 2.0% | |
| 5.502477921e+14 | 73396 | 1.5% | |
| 5.502458232e+14 | 66634 | 1.4% | |
| 5.502484072e+13 | 60027 | 1.2% | |
| 5.502427962e+14 | 50397 | 1.0% | |
| 5.502457847e+14 | 49254 | 1.0% | |
| 5.502430102e+14 | 45467 | 0.9% | |
| Other values (876) | 3169738 | 65.9% |
| Value | Count | Frequency (%) | |
| 5.501656235e+12 | 2427 | 0.1% | |
| 5.501682233e+12 | 1464 | < 0.1% | |
| 5.5018315e+12 | 1769 | < 0.1% | |
| 5.502526708e+12 | 15369 | 0.3% | |
| 5.50304564e+12 | 508 | < 0.1% |
| Value | Count | Frequency (%) | |
| 5.504777045e+14 | 6 | < 0.1% | |
| 5.504449465e+14 | 1337 | < 0.1% | |
| 5.504443495e+14 | 1082 | < 0.1% | |
| 5.504410327e+14 | 983 | < 0.1% | |
| 5.504395098e+14 | 1186 | < 0.1% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| cd_ibge | estrato | classf | id_familia | dat_cadastramento_fam | dat_alteracao_fam | vlr_renda_media_fam | dat_atualizacao_familia | cod_local_domic_fam | cod_especie_domic_fam | qtd_comodos_domic_fam | qtd_comodos_dormitorio_fam | cod_material_piso_fam | cod_material_domic_fam | cod_agua_canalizada_fam | cod_abaste_agua_domic_fam | cod_banheiro_domic_fam | cod_escoa_sanitario_domic_fam | cod_destino_lixo_domic_fam | cod_iluminacao_domic_fam | cod_calcamento_domic_fam | cod_familia_indigena_fam | ind_familia_quilombola_fam | nom_estab_assist_saude_fam | cod_eas_fam | nom_centro_assist_fam | cod_centro_assist_fam | ind_parc_mds_fam | marc_pbf | qtde_pessoas | peso.fam | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3205002 | 2 | 2 | 1.0 | 2018-06-28 | 2018-10-02 | 244.0 | 2018-06-28 | 1.0 | 1.0 | 5.0 | 2.0 | 5.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 1.0 | 2.0 | 2.0 | NaN | NaN | CRAS DE SERRA SEDE | 3.205003e+10 | 0.0 | 0 | 5 | 550256458545518 |
| 1 | 3205101 | 2 | 2 | 3.0 | 2018-08-27 | 2018-11-29 | 60.0 | 2018-11-29 | 1.0 | 1.0 | 5.0 | 2.0 | 5.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | 2.0 | NaN | NaN | CRAS VIANA | 3.205103e+10 | 0.0 | 1 | 5 | 550355704647837 |
| 2 | 3201308 | 2 | 2 | 4.0 | 2018-02-23 | 2018-02-27 | 937.0 | 2018-02-23 | 1.0 | 1.0 | 4.0 | 1.0 | 2.0 | 2.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 3.0 | 2.0 | 2.0 | NaN | NaN | CRAS IV ALTO MUCURI | 3.201300e+10 | 0.0 | 0 | 1 | 550259704488172 |
| 3 | 3201308 | 2 | 2 | 6.0 | 2013-12-27 | 2018-10-01 | 44.0 | 2017-06-22 | 1.0 | 1.0 | 4.0 | 1.0 | 2.0 | 2.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | 3.0 | 2.0 | 2.0 | US CAMPO VERDE | 2652994.0 | CRAS III CAMPO VERDE | 3.201300e+10 | 0.0 | 1 | 2 | 550259704488172 |
| 4 | 3205002 | 2 | 2 | 7.0 | 2018-03-26 | 2018-03-28 | 0.0 | 2018-03-26 | 1.0 | 1.0 | 4.0 | 1.0 | 5.0 | 1.0 | 2.0 | 4.0 | 1.0 | 5.0 | 3.0 | 1.0 | 3.0 | 2.0 | 2.0 | UNIDADE REGIONAL DE SAUDE SERRA | 2465795.0 | NaN | NaN | 0.0 | 1 | 2 | 550256458545518 |
| 5 | 3205002 | 2 | 2 | 8.0 | 2016-10-27 | 2018-10-01 | 176.0 | 2016-10-27 | 1.0 | 1.0 | 6.0 | 3.0 | 5.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | 2.0 | 2.0 | UNIDADE BASICA DE SAUDE VILA NOVA DE COLARES | 2522845.0 | CRAS DE VILA NOVA DE COLARES | 3.205000e+10 | 0.0 | 1 | 5 | 550256458545518 |
| 6 | 3205200 | 2 | 2 | 9.0 | 2015-06-16 | 2018-10-01 | 312.0 | 2018-03-20 | 1.0 | 1.0 | 5.0 | 2.0 | 5.0 | 1.0 | 1.0 | 1.0 | 1.0 | 3.0 | 1.0 | 1.0 | 3.0 | 2.0 | 2.0 | UNIDADE DE SAUDE DA FAMILIA DE ULISSES GUIMARAES | 3346501.0 | CRAS JABAETE | 3.205202e+10 | 0.0 | 0 | 3 | 550245146328323 |
| 7 | 3201308 | 2 | 2 | 10.0 | 2017-04-05 | 2018-10-01 | 954.0 | 2018-07-04 | 1.0 | 1.0 | 1.0 | 1.0 | 5.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 2.0 | 2.0 | NaN | NaN | CRAS VII SOTELANDIA | 3.201304e+10 | 0.0 | 0 | 1 | 550259704488172 |
| 8 | 3205200 | 2 | 2 | 11.0 | 2018-10-03 | 2018-10-15 | 477.0 | 2018-10-03 | 1.0 | 1.0 | 5.0 | 2.0 | 5.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | 2.0 | UNIDADE DE SAUDE DA FAMILIA DE TERRA VERMELHA | 2403412.0 | CRAS MORADA DA BARRA | 3.205200e+10 | 0.0 | 0 | 2 | 550245146328323 |
| 9 | 3205002 | 2 | 2 | 12.0 | 2016-05-11 | 2016-05-11 | 4.0 | 2016-05-11 | 1.0 | 1.0 | 1.0 | 1.0 | 5.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | 2.0 | NaN | NaN | NaN | NaN | 0.0 | 1 | 3 | 550256458545518 |
Last rows
| cd_ibge | estrato | classf | id_familia | dat_cadastramento_fam | dat_alteracao_fam | vlr_renda_media_fam | dat_atualizacao_familia | cod_local_domic_fam | cod_especie_domic_fam | qtd_comodos_domic_fam | qtd_comodos_dormitorio_fam | cod_material_piso_fam | cod_material_domic_fam | cod_agua_canalizada_fam | cod_abaste_agua_domic_fam | cod_banheiro_domic_fam | cod_escoa_sanitario_domic_fam | cod_destino_lixo_domic_fam | cod_iluminacao_domic_fam | cod_calcamento_domic_fam | cod_familia_indigena_fam | ind_familia_quilombola_fam | nom_estab_assist_saude_fam | cod_eas_fam | nom_centro_assist_fam | cod_centro_assist_fam | ind_parc_mds_fam | marc_pbf | qtde_pessoas | peso.fam | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 4807986 | 3550308 | 2 | 1 | 5290692.0 | 2018-11-22 | 2018-11-22 | 1400.0 | 2018-11-22 | 1.0 | 1.0 | 2.0 | 1.0 | 5.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | 2.0 | NaN | NaN | CRAS JACANA | 3.550300e+10 | 0.0 | 0 | 1 | 550244309203512 |
| 4807987 | 3550308 | 2 | 1 | 5290693.0 | 2018-01-10 | 2018-10-01 | 468.0 | 2018-01-10 | 1.0 | 1.0 | 4.0 | 1.0 | 5.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | 2.0 | UBS J VISTA ALEGRE | 2787946.0 | CRAS BRASILANDIA II | 3.550304e+10 | 0.0 | 0 | 2 | 550244309203512 |
| 4807988 | 3550308 | 2 | 1 | 5290694.0 | 2015-02-12 | 2018-10-15 | 30.0 | 2018-10-15 | 1.0 | 1.0 | 5.0 | 2.0 | 5.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | 2.0 | NaN | NaN | CRAS ITAIM PAULISTA II | 3.550304e+10 | 0.0 | 1 | 5 | 550244309203512 |
| 4807989 | 3550308 | 2 | 1 | 5290695.0 | 2014-12-03 | 2018-10-01 | 436.0 | 2017-11-21 | 1.0 | 1.0 | 3.0 | 1.0 | 5.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | 1.0 | 2.0 | 2.0 | NaN | NaN | CRAS ARTHUR ALVIM | 3.550303e+10 | 0.0 | 0 | 3 | 550244309203512 |
| 4807990 | 3550308 | 2 | 1 | 5290696.0 | 2017-09-13 | 2018-10-24 | 217.0 | 2018-10-24 | 1.0 | 1.0 | 3.0 | 1.0 | 5.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | 2.0 | AMA UBS INTEGRADA JARDIM HELENA | 4049934.0 | CRAS SAO MIGUEL | 3.550300e+10 | 0.0 | 0 | 3 | 550244309203512 |
| 4807991 | 3550308 | 2 | 1 | 5290697.0 | 2018-07-30 | 2018-10-02 | 1129.0 | 2018-07-30 | 1.0 | 1.0 | 2.0 | 1.0 | 5.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | 2.0 | NaN | NaN | CRAS CIDADE LIDER | 3.550303e+10 | 0.0 | 0 | 1 | 550244309203512 |
| 4807992 | 3550308 | 2 | 1 | 5290698.0 | 2018-02-16 | 2018-10-01 | 0.0 | 2018-02-16 | 1.0 | 1.0 | 8.0 | 5.0 | 5.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | 2.0 | UBS INTEGRAL JARDIM MIRIAM II | 7128940.0 | CRAS CIDADE ADEMAR II | 3.550304e+10 | 0.0 | 1 | 1 | 550244309203512 |
| 4807993 | 3550308 | 2 | 1 | 5290699.0 | 2014-10-09 | 2018-10-01 | 162.0 | 2017-10-04 | 1.0 | 1.0 | 3.0 | 1.0 | 5.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | 2.0 | NaN | NaN | CRAS JABAQUARA | 3.550300e+10 | 0.0 | 0 | 4 | 550244309203512 |
| 4807994 | 3550308 | 2 | 1 | 5290700.0 | 2006-05-24 | 2018-09-30 | 83.0 | 2017-08-15 | 1.0 | 1.0 | 3.0 | 1.0 | 5.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 3.0 | 1.0 | 2.0 | 2.0 | UBS J NAKAMURA | 2787644.0 | CRAS M BOI MIRIM | 3.550300e+10 | 0.0 | 1 | 1 | 550244309203512 |
| 4807995 | 3550308 | 2 | 1 | 5290701.0 | 2015-05-14 | 2018-10-01 | 445.0 | 2017-08-02 | 1.0 | 1.0 | 4.0 | 2.0 | 5.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 1.0 | 2.0 | 2.0 | UBS VARGINHA | 2789299.0 | CRAS GRAJAU | 3.550303e+10 | 0.0 | 0 | 3 | 550244309203512 |